Maximum likelihood estimation for sample surveys

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Author(s): R L Chambers
Series: Monographs on statistics and applied probability, 125
Publisher: CRC Press
Year: 2012

Language: English
Pages: 375
City: Boca Raton
Tags: Математика;Теория вероятностей и математическая статистика;Математическая статистика;


Content: 1. Introduction --
2. Maximum likelihood theory for sample surveys --
3. Alternative likelihood-based methods for sample survey data --
4. Populations with independent units --
5. Regression models --
6. Clustered populations --
7. Informative nonresponse --
8. Maximum likelihood in other complicated situations.